Microbial cell-free DNA sequencing of bronchoalveolar lavage fluid improves diagnostic yield and may add clinical utility in immunocompromised patients with severe pneumonia
Guggilla, V.; Pickens, C. O.; Donnelly, H. K.; Pawlowski, A.; Korth, E.; Martinez, F.; Clepp, R. K.; Budinger, G. S.; Misharin, A. V.; Nadig, N. R.; Singer, B. D.; Gao, C. A.; Walunas, T. L.; Wunderink, R. G.; The NU SCRIPT Study Investigators,
10.1101/2025.11.05.25339543 medRxivShow abstract
BackgroundDespite sophisticated standard of care (SOC) testing (including bronchoalveolar lavage (BAL) fluid culture and multiplex PCR), the etiology of pneumonia in immunocompromised patients is frequently unknown. Microbial cell-free DNA (mcfDNA) sequencing increases diagnostic yield in plasma but remains understudied in BAL fluid. MethodsThis was a single center, retrospective, observational cohort study. Residual BAL fluid collected from immunocompromised, mechanically ventilated patients with suspected pneumonia was sent to Karius(R) for mcfDNA sequencing. Given the retrospective design, mcfDNA sequencing results were unavailable to clinicians. SOC testing results were compared to Karius(R) BAL (KT-BAL) test reports that classified identified microorganisms as Category One (always pathogenic), Category Two (usually pathogenic), or Category Three (rarely pathogenic). Findings228 BAL fluid samples from 155 patients were analyzed. In pneumonia patients, KT-BAL yielded 18 additional Category One organisms, 138 additional Category Two organisms, and 313 additional Category Three organisms compared to SOC. Organisms missed by SOC and identified by KT-BAL included bacterial pathogens (99 patients), clinically relevant DNA viruses (34 patients), non-Candida fungi (11 patients), and parasites (1 patient). Compared to patients with Category One or Two organisms identified by both SOC and KT-BAL (n = 68), patients with organisms identified by KT-BAL alone (n = 87) had significantly more cumulative intubation days (11 [5, 20] days vs. 15 [8, 32] days, p = 0.035). InterpretationKT-BAL increased diagnostic yield for immunocompromised patients with suspected pneumonia with suggestion of prolonged respiratory failure in patients with pathogens missed by SOC.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Furin Inhibition Protects Against Acute Lung Injury in a Mouse Model of Pseudomonas Aeruginosa Infection 90%
- Upper and Lower Respiratory Tract Compartmentalization in Pediatric Stem Cell Transplantation 89%
- Optimisation of DNA extraction from nasal lining fluid to assess the nasal microbiome using third-generation sequencing 89%
Similar papers in this journal
- Paired nasopharyngeal and deep lung testing for SARS-CoV2 reveals a viral gradient in critically ill patients: a multi-centre study 94%
- Rethinking Blood Eosinophils for Assessing ICS Response in COPD: A Post-Hoc Analysis from FLAME 90%
- Effect of Ventilator Mode on Ventilator-Free Days in Critically Ill Adults: A Randomized Trial 89%
Similar papers in this journal
- Multicentre evaluation of two multiplex PCR platforms for the rapid microbiological investigation of nosocomial pneumonia in UK ICUs: the INHALE WP1 study 95%
- Early Lenzilumab Treatment Of COVID-19 Patients Using C-Reactive Protein As A Biomarker Improves Efficacy: Results From The Phase 3 ‘Live-Air’ Trial 91%
- Pulmonary Fibrosis after COVID-19 is Associated with Severity of Illness and Blood Leukocyte Telomere Length 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.